| Date | Ollama | Jupyter | Open WebUI | n8n | LangChain | AutoGPT | Total | Δ Total |
|---|
How We Scan
All data is collected via Shodan.io's passive internet scan — we query their indexed data, not the systems directly. No active probing, no touching target servers. Aggregate counts only; no raw IP addresses or device-specific data are published here.
- Ollama:
port:11434 product:"Ollama" - Jupyter:
port:8888 product:"Jupyter" - Open WebUI:
"Open WebUI" - n8n:
port:5678 "n8n"
Flagged data points (⚑) indicate anomalous values under investigation — possible Shodan re-index events or query artifacts. Treat them as directionally correct, not precise.
Why This Matters
The AI agent market is growing at speed. Most developers spin up model servers with zero-auth by design — it's the dev experience. The problem is these instances routinely reach production without hardening.
We track this because someone should. Every number here is a real system, accessible to anyone with a browser and a port scanner.
Want to know if your infrastructure is in the count? Run a free scan →
Full methodology → · Category definitions, detection queries, risk taxonomy, and known limitations.
Built by Wadsworth Digital · AI Security Consulting · Wilmington, NC